| Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification L Hou, D Samaras, T Kurc, Y Gao, J Davis, J Saltz Computer Vision and Pattern Recognition, 2016 | 809 | 2016 |
| Scaling instruction-finetuned language models HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ... arXiv preprint arXiv:2210.11416, 2022 | 789 | 2022 |
| Spatial organization and molecular correlation of tumor-infiltrating lymphocytes using deep learning on pathology images J Saltz, R Gupta, L Hou, T Kurc, P Singh, V Nguyen, D Samaras, ... Cell reports 23 (1), 181-193. e7, 2018 | 751 | 2018 |
| Least-to-most prompting enables complex reasoning in large language models D Zhou, N Schärli, L Hou, J Wei, N Scales, X Wang, D Schuurmans, C Cui, ... arXiv preprint arXiv:2205.10625, 2022 | 373 | 2022 |
| Palm 2 technical report R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ... arXiv preprint arXiv:2305.10403, 2023 | 302 | 2023 |
| Large-scale training of shadow detectors with noisily-annotated shadow examples TFY Vicente, L Hou, CP Yu, M Hoai, D Samaras Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 216 | 2016 |
| Squared Earth Mover’s Distance Loss for Training Deep Neural Networks on Ordered-Classes L Hou, CP Yu, D Samaras NIPS workshop Learning on Distributions, Functions, Graphs and Groups, 0 | 169* | |
| The flan collection: Designing data and methods for effective instruction tuning S Longpre, L Hou, T Vu, A Webson, HW Chung, Y Tay, D Zhou, QV Le, ... arXiv preprint arXiv:2301.13688, 2023 | 164 | 2023 |
| Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images L Hou, V Nguyen, AB Kanevsky, D Samaras, TM Kurc, T Zhao, RR Gupta, ... Pattern recognition 86, 188-200, 2019 | 161 | 2019 |
| Large Language Models Can Self-Improve J Huang, SS Gu, L Hou, Y Wu, X Wang, H Yu, J Han arXiv preprint arXiv:2210.11610, 2022 | 131 | 2022 |
| Robust Histopathology Image Analysis: to Label or to Synthesize? L Hou, A Agarwal, D Samaras, TM Kurc, RR Gupta, JH Saltz Computer Vision and Pattern Recognition (CVPR), 2019 | 123 | 2019 |
| Towards expert-level medical question answering with large language models K Singhal, T Tu, J Gottweis, R Sayres, E Wulczyn, L Hou, K Clark, S Pfohl, ... arXiv preprint arXiv:2305.09617, 2023 | 96 | 2023 |
| Utilizing automated breast cancer detection to identify spatial distributions of tumor-infiltrating lymphocytes in invasive breast cancer H Le, R Gupta, L Hou, S Abousamra, D Fassler, L Torre-Healy, RA Moffitt, ... The American journal of pathology 190 (7), 1491-1504, 2020 | 87 | 2020 |
| Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data C Robinson, L Hou, K Malkin, R Soobitsky, J Czawlytko, B Dilkina, N Jojic Computer Vision and Pattern Recognition (CVPR), 2019 | 84 | 2019 |
| TensorFlow model garden H Yu, C Chen, X Du, Y Li, A Rashwan, L Hou, P Jin, F Yang, F Liu, J Kim, ... GitHub, 2020 | 72 | 2020 |
| Unsupervised histopathology image synthesis L Hou, A Agarwal, D Samaras, TM Kurc, RR Gupta, JH Saltz arXiv preprint arXiv:1712.05021, 2017 | 67 | 2017 |
| Dataset of segmented nuclei in hematoxylin and eosin stained histopathology images of ten cancer types L Hou, R Gupta, JSV Arnam, Y Zhang, K Sivalenka, D Samaras, TM Kurc, ... Scientific data, 2020 | 54 | 2020 |
| Efficient Multiple Instance Convolutional Neural Networks for Gigapixel Resolution Image Classification L Hou, D Samaras, T Kurc, Y Gao, J Davis, J Saltz arXiv, 2015 | 51 | 2015 |
| H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, and Jason Wei. 2022. Scaling instruction-finetuned language models HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ... arXiv preprint arXiv:2210.11416, 0 | 51 | |
| Comparison of different classifiers with active learning to support quality control in nucleus segmentation in pathology images S Wen, TM Kurc, L Hou, JH Saltz, RR Gupta, R Batiste, T Zhao, V Nguyen, ... AMIA Summits on Translational Science Proceedings 2018, 227, 2018 | 47 | 2018 |
Dimitris SamarasStony Brook UniversityVerified email at cs.stonybrook.edu
